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--- |
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dataset_info: |
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features: |
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- name: repo_name |
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dtype: string |
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- name: language |
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dtype: string |
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- name: created_at |
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dtype: string |
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- name: description |
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dtype: string |
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- name: description_language |
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dtype: string |
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- name: description_language_score |
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dtype: float64 |
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- name: license_key |
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dtype: string |
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- name: forks_count |
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dtype: float64 |
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- name: watchers_count |
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dtype: float64 |
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- name: size |
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dtype: float64 |
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- name: last_pr_id |
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dtype: int64 |
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splits: |
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- name: full |
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num_bytes: 5567563250 |
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num_examples: 40058194 |
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- name: sample |
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num_bytes: 138717361 |
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num_examples: 1000000 |
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download_size: 2298358914 |
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dataset_size: 5706280611 |
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configs: |
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- config_name: default |
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data_files: |
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- split: full |
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path: data/full-* |
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- split: sample |
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path: data/sample-* |
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license: mit |
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tags: |
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- code |
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size_categories: |
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- 10M<n<100M |
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--- |
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# 📊 Metadata for 40 million GitHub repositories |
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[](#license) |
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[]() |
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[]() |
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A cleaned, analysis-ready dataset with per-repository statistics aggregated from **GH Archive** events: stars, forks, pull requests, open issues, visibility, language signals, and more. Column names mirror the GH Archive / GitHub API semantics where possible. |
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GitHub repo: https://github.com/ibragim-bad/github-repos-metadata-40M |
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> Source: [GH Archive](https://www.gharchive.org/) (public GitHub event stream). |
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## 🚀 Quickstart |
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```python |
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from datasets import load_dataset |
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ds = load_dataset("ibragim-bad/github-repos-metadata-40M", split="full") # or 'sample' for random sample of 1 million repositories. |
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``` |
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## 📈 EDA Notebook |
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- `data_visualisation.ipynb`: Simple exploratory data analysis of the dataset (column overview, basic distributions, missing-value checks, sample visualizations). |
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## 💡 Use cases |
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* Trend analysis of stars/forks/PRs |
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* Language mix & repo growth signals |
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* Ranking by activity / stability |
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* Input features for ML models (quality or popularity prediction) |
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## 📦 What’s inside |
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Each row aggregates repository-level stats derived from GH Archive events and GitHub metadata snapshots. |
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**Schema (columns & types)** |
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| Column | Type | Description | |
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| ------------------- | -------------- | --------------------------------------------------------------------------- | |
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| `repo_name` | `string` | `owner/name` | |
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| `language` | `string` | Primary language (human-readable) | |
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| `created_at` | `timestamp` | Repo creation time (UTC) if available | |
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| `description` | `string` | Repo description | |
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| `description_language` | `string` | Detected natural-language code of the repository description (ISO 639-1/2) | |
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| `description_language_score` | `float32` | Confidence score for description_language (0–1) | |
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| `license_key` | `string` | SPDX-like license key | |
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| `forks_count` | `int64` | Current forks count | |
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| `watchers_count` | `int64` | Watchers/stars count (note: GitHub’s legacy “watchers” vs “stargazers”) | |
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| `size` | `int64` | Repo size (KB, as reported by GitHub) | |
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| `last_pr_id` | `int64` | Latest available PR id | |
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Values may be `null` when unavailable from the source. |
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## 🏗️ How it’s built (ETL) |
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- **Data source:** GH Archive public event stream; window through 2025-07-23 (UTC). |
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- **Event filter:** |
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- CreateEvent (ref_type=repository) to capture initial repo creation and timestamps. |
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- PullRequestEvent to obtain rich repo snapshots embedded in PR payloads. |
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- **Extraction:** |
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- Parse event.repo and payload.*.repo snapshots for: repo_name (owner/name), description, language, license_key, size, visibility, created_at, open_issues_count, forks_count, watchers_count. |
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- Track latest observed PR identifier as last_pr_id. |
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- **Aggregation:** |
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- Group by repo_name; keep the most recent snapshot within the window. |
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**Notes** |
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- Coverage primarily comes from PullRequestEvent snapshots; repositories without any PRs are generally missing. |
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- Stars/watchers and forks are taken from event-time snapshots and may be slightly stale versus live GitHub. |
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- Values can be null if not present in the underlying event payloads. |
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## ⚠️ Limitations |
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* GH Archive reflects **public** events only; private repos are out of scope. |
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* Some GitHub fields (e.g., watchers vs stargazers) have historical quirks. |
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* Missing values where source is unavailable. |
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## 📚 Citation |
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If you use this dataset, please cite: |
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```bibtex |
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@misc{github_repos_activity_stats_2025, |
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title = {GitHub Repos Activity Stats (from GH Archive)}, |
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author = {Ibragim Badertdinov}, |
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year = {2025}, |
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howpublished = {\url{https://huggingface.co/datasets/ibraigm-bad/github-repos-metadata-40M}} |
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} |
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``` |
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## 📜 License |
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Distributed under the MIT License. See LICENSE for more information. |
